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1.
Theranostics ; 9(10): 2812-2826, 2019.
Article in English | MEDLINE | ID: mdl-31244925

ABSTRACT

Rationale: Our objective was to develop a circulating tumor cell (CTC)-RNA assay for characterizing clinically relevant RNA signatures for the assessment of androgen receptor signaling inhibitor (ARSI) sensitivity in metastatic castration-resistant prostate cancer (mCRPC) patients. Methods: We developed the NanoVelcro CTC-RNA assay by combining the Thermoresponsive (TR)-NanoVelcro CTC purification system with the NanoString nCounter platform for cellular purification and RNA analysis. Based on the well-validated, tissue-based Prostate Cancer Classification System (PCS), we focus on the most aggressive and ARSI-resistant PCS subtype, i.e., PCS1, for CTC analysis. We applied a rigorous bioinformatic process to develop the CTC-PCS1 panel that consists of prostate cancer (PCa) CTC-specific RNA signature with minimal expression in background white blood cells (WBCs). We validated the NanoVelcro CTC-RNA assay and the CTC-PCS1 panel with well-characterized PCa cell lines to demonstrate the sensitivity and dynamic range of the assay, as well as the specificity of the PCS1 Z score (the likelihood estimate of the PCS1 subtype) for identifying PCS1 subtype and ARSI resistance. We then selected 31 blood samples from 23 PCa patients receiving ARSIs to test in our assay. The PCS1 Z scores of each sample were computed and compared with ARSI treatment sensitivity. Results: The validation studies using PCa cell line samples showed that the NanoVelcro CTC-RNA assay can detect the RNA transcripts in the CTC-PCS1 panel with high sensitivity and linearity in the dynamic range of 5-100 cells. We also showed that the genes in CTC-PCS1 panel are highly expressed in PCa cell lines and lowly expressed in background WBCs. Using the artificial CTC samples simulating the blood sample conditions, we further demonstrated that the CTC-PCS1 panel is highly specific in identifying PCS1-like samples, and the high PCS1 Z score is associated with ARSI resistance samples. In patient bloods, ARSI-resistant samples (ARSI-R, n=14) had significantly higher PCS1 Z scores as compared with ARSI-sensitive samples (ARSI-S, n=17) (Rank-sum test, P=0.003). In the analysis of 8 patients who were initially sensitive to ARSI (ARSI-S) and later developed resistance (ARSI-R), we found that the PCS1 Z score increased from the time of ARSI-S to the time of ARSI-R (Pairwise T-test, P=0.016). Conclusions: Using our new methodology, we developed a first-in-class CTC-RNA assay and demonstrated the feasibility of transforming clinically-relevant tissue-based RNA profiling such as PCS into CTC tests. This approach allows for detecting RNA expression relevant to clinical drug resistance in a non-invasive fashion, which can facilitate patient-specific treatment selection and early detection of drug resistance, a goal in precision oncology.


Subject(s)
Androgen Receptor Antagonists/pharmacology , Antineoplastic Agents/pharmacology , Neoplastic Cells, Circulating/drug effects , Prostatic Neoplasms, Castration-Resistant/pathology , RNA/analysis , Signal Transduction/drug effects , Transcriptome , Computational Biology , Drug Screening Assays, Antitumor/methods , Humans , Male , RNA/genetics
2.
Int J Cancer ; 145(8): 2249-2259, 2019 10 15.
Article in English | MEDLINE | ID: mdl-31020641

ABSTRACT

Though human prostate cancer (PCa) heterogeneity can best be studied using multiple cell types isolated from clinical specimens, the difficulty of establishing cell lines from clinical tumors has hampered this approach. In this proof-of-concept study, we established a human PCa cell line from a prostatectomy surgical specimen without the need for retroviral transduction. In a previous report, we characterized the stromal cells derived from PCa specimens. Here, we characterized the epithelial cells isolated from the same tumors. Compared to the ease of establishing prostate stromal cell lines, prostatic epithelial cell lines are challenging. From three matched pairs of normal and tumor tissues, we established one new PCa cell line, HPE-15. We confirmed the origin of HPE-15 cells by short tandem repeat microsatellite polymorphism analysis. HPE-15 cells are androgen-insensitive and express marginal androgen receptor, prostate-specific antigen and prostate-specific membrane antigen proteins. HPE-15 expresses luminal epithelial markers of E-cadherin and cytokeratin 18, basal cell markers of cytokeratin 5 and p63 and neuroendocrine marker of chromogranin A. Interestingly, HPE-15 Cells exhibited no tumorigenicity in different strains of immune-deficient mice but can become tumorigenic through interaction with aggressive cancer cell types. HPE-15 cells can thus serve as an experimental model for the study of PCa progression, metastasis and tumor cell dormancy.


Subject(s)
Epithelial Cells/cytology , Mesoderm/cytology , Prostate/cytology , Prostatic Neoplasms/pathology , Stromal Cells/cytology , Animals , Carcinogenesis , Cell Communication , Cell Line , Cell Line, Transformed , Cell Line, Tumor , Epithelial Cells/metabolism , Humans , Kallikreins/metabolism , Male , Mesoderm/metabolism , Mice , Prostate/metabolism , Prostate-Specific Antigen/metabolism , Prostatectomy , Prostatic Neoplasms/metabolism , Stromal Cells/metabolism , Transplantation, Heterologous , Tumor Cells, Cultured
3.
Oncotarget ; 7(51): 84645-84657, 2016 Dec 20.
Article in English | MEDLINE | ID: mdl-27835867

ABSTRACT

Lethal progression of prostate cancer metastasis can be improved by developing animal models that recapitulate the clinical conditions. We report here that cytokeratin 13 (KRT13), an intermediate filament protein, plays a directive role in prostate cancer bone, brain, and soft tissue metastases. KRT13 expression was elevated in bone, brain, and soft tissue metastatic prostate cancer cell lines and in primary and metastatic clinical prostate, lung, and breast cancer specimens. When KRT13 expression was determined at a single cell level in primary tumor tissues of 44 prostate cancer cases, KRT13 level predicted bone metastasis and the overall survival of prostate cancer patients. Genetically enforced KRT13 expression in human prostate cancer cell lines drove metastases toward mouse bone, brain and soft tissues through a RANKL-independent mechanism, as KRT13 altered the expression of genes associated with EMT, stemness, neuroendocrine/neuromimicry, osteomimicry, development, and extracellular matrices, but not receptor activator NF-κB ligand (RANKL) signaling networks in prostate cancer cells. Our results suggest new inhibitors targeting RANKL-independent pathways should be developed for the treatment of prostate cancer bone and soft tissue metastases.


Subject(s)
Adenocarcinoma/metabolism , Bone Neoplasms/metabolism , Brain Neoplasms/metabolism , Keratin-13/metabolism , Prostatic Neoplasms/metabolism , Adenocarcinoma/secondary , Animals , Bone Neoplasms/secondary , Brain Neoplasms/secondary , Cell Line, Tumor , Cell Movement , Cellular Reprogramming , Gene Expression Regulation, Neoplastic , Humans , Keratin-13/genetics , Male , Mice , Mice, SCID , Prognosis , Prostatic Neoplasms/mortality , Prostatic Neoplasms/pathology , RANK Ligand/metabolism , Survival Analysis , Transcriptome , Up-Regulation , Xenograft Model Antitumor Assays
4.
Asian J Urol ; 3(4): 240-253, 2016 Oct.
Article in English | MEDLINE | ID: mdl-29264192

ABSTRACT

Recent cancer research has demonstrated the existence of circulating tumor cells (CTCs) in cancer patient's blood. Once identified, CTC biomarkers will be invaluable tools for clinical diagnosis, prognosis and treatment. In this review, we propose ex vivo culture as a rational strategy for large scale amplification of the limited numbers of CTCs from a patient sample, to derive enough CTCs for accurate and reproducible characterization of the biophysical, biochemical, gene expressional and behavioral properties of the harvested cells. Because of tumor cell heterogeneity, it is important to amplify all the CTCs in a blood sample for a comprehensive understanding of their role in cancer metastasis. By analyzing critical steps and technical issues in ex vivo CTC culture, we developed a cost-effective and reproducible protocol directly culturing whole peripheral blood mononuclear cells, relying on an assumed survival advantage in CTCs and CTC-like cells over the normal cells to amplify this specified cluster of cancer cells.

5.
Oncotarget ; 5(20): 10114-26, 2014 Oct 30.
Article in English | MEDLINE | ID: mdl-25361418

ABSTRACT

Near-infrared (NIR) fluorescence imaging agents are promising tools for noninvasive cancer imaging. This study explored the specific uptake and retention of a NIR heptamethine carbocyanine MHI-148 dye by canine cancer cells and tissues and human prostate cancer (PCa) specimens and also the dye uptake mechanisms. The accumulation of MHI-148 was detected specifically in canine cancer cells and tissues and freshly harvested human PCa tissues xenografted in mice by NIR fluorescence microscopy and whole-body NIR optical imaging. Specific dye uptake in canine spontaneous tumors was further confirmed by PET imaging. Higher hypoxia-inducible factor-1α (HIF-1α) and organic anion-transporting polypeptide (OATP) protein and mRNA expression was demonstrated by multiplex quantum dots labeling and qPCR in tumors over that of normal tissues. Treating cancer cells with HIF-1α stabilizers activated HIF-1α downstream target genes, induced OATP superfamily gene expression and enhanced cellular uptake and retention of NIR dyes. Moreover, silencing HIF-1α by siRNA significantly decreased OATP mRNA expression and blocked NIR dye uptake in cancer cells. Together, these results demonstrated the preferential uptake of NIR dyes by canine and human cancer cells and tissues via the HIF-1α/OATPs signaling axis, which provides insights into future application of these dyes for cancer detection and treatment.


Subject(s)
Carbocyanines , Fluorescent Dyes , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Organic Anion Transporters/metabolism , Prostatic Neoplasms/pathology , Animals , Carbocyanines/pharmacokinetics , Cell Line, Tumor , Diagnostic Imaging/methods , Dogs , Fluorescent Dyes/pharmacokinetics , Gene Expression Regulation, Neoplastic , HEK293 Cells , Heterografts , Humans , Male , Mice , Mice, Nude , Prostatic Neoplasms/metabolism , Signal Transduction , Spectroscopy, Near-Infrared/methods
6.
PLoS One ; 6(12): e28670, 2011.
Article in English | MEDLINE | ID: mdl-22205960

ABSTRACT

The potential application of multiplexed quantum dot labeling (MQDL) for cancer detection and prognosis and monitoring therapeutic responses has attracted the interests of bioengineers, pathologists and cancer biologists. Many published studies claim that MQDL is effective for cancer biomarker detection and useful in cancer diagnosis and prognosis, these studies have not been standardized against quantitative biochemical and molecular determinations. In the present study, we used a molecularly characterized human prostate cancer cell model exhibiting activated c-Met signaling with epithelial to mesenchymal transition (EMT) and lethal metastatic progression to bone and soft tissues as the gold standard, and compared the c-Met cell signaling network in this model, in clinical human prostate cancer tissue specimens and in a castration-resistant human prostate cancer xenograft model. We observed c-Met signaling network activation, manifested by increased phosphorylated c-Met in all three. The downstream survival signaling network was mediated by NF-κB and Mcl-1 and EMT was driven by receptor activator of NF-κB ligand (RANKL), at the single cell level in clinical prostate cancer specimens and the xenograft model. Results were confirmed by real-time RT-PCR and western blots in a human prostate cancer cell model. MQDL is a powerful tool for assessing biomarker expression and it offers molecular insights into cancer progression at both the cell and tissue level with high degree of sensitivity.


Subject(s)
Orchiectomy , Prostatic Neoplasms/pathology , Prostatic Neoplasms/surgery , Proto-Oncogene Proteins c-met/metabolism , Quantum Dots , Signal Transduction , Staining and Labeling/methods , Animals , Cell Line, Tumor , Disease Progression , Epithelial-Mesenchymal Transition , Gene Expression Regulation, Neoplastic , Humans , Male , Mice , Molecular Targeted Therapy , Prostatic Neoplasms/drug therapy , Prostatic Neoplasms/metabolism , RANK Ligand/genetics , Reproducibility of Results , Transfection , Treatment Outcome
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